Man pages for ClaraMarquardt/featuristic
Generate ehR-based feature sets.
| chemo_oncdrs_feature_gen | Generate DFCI chemotherapy-related features (chemo_oncdrs... |
| dem_feature_gen | Generate demographics-related features (dem data). |
| dia_feature_gen | Generate diagnosis-related features (dia data). |
| dia_oncdrs_feature_gen | Generate DFCI diagnosis-related features (dia_oncdrs data). |
| dia_oncdrs_rpdr_feature_gen | Generate DFCI & RPDR (combined) diagnosis-related features... |
| ed_feature_gen | Generate ED-related features (ed_admin data). |
| enc_feature_gen | Generate enc-related features (enc data). |
| enc_oncdrs_feature_gen | Generate DFCI enc-related features (enc_oncdrs data). |
| enc_oncdrs_rpdr_feature_gen | Generate DFCI & RPDR (combined) enc-related features... |
| feature_check | Verify the correct compilation of a feature set. |
| feature_coll | Collapse features into a category-level tabulation. |
| feature_compilation | Compile features (Stage II). |
| feature_construction | Generate features (Stage I). |
| feature_initialisation | Initialise feature construction machinery. |
| feature_structure_vis | Generate a child-node file used to visualise the features as... |
| feature_var_format | Format features. |
| feature_var_format_2 | Format features. |
| flu_data_cdc | CDC flu data. |
| gagne_code | Gagne Comorbididty Score Weights. |
| incomplete_hist | Visualise missingness across features. |
| indiv_feature_gen | Generate individual feature sets. |
| lab_feature_gen | Generate lab-related features (lab data). |
| lab_oncdrs_feature_gen | Generate DFCI lab-related features (lab_oncdrs data). |
| lab_oncdrs_rpdr_feature_gen | Generate DFCI & RPDR (combined) lab-related features... |
| load_dep | Load dependencies (dev function). |
| lvs_feature_gen | Generate vital sign-related features (lvs data). |
| med_chemo_oncdrs_rpdr_feature_gen | Generate DFCI & RPDR (combined) medication and... |
| med_feature_gen | Generate medication-related features (med data). |
| med_oncdrs_feature_gen | Generate DFCI medication-related features (med_oncdrs data). |
| mic_feature_gen | Generate microbiology-related features (mic data). |
| obs_check | Verify the correct compilation of a feature set. |
| prc_feature_gen | Generate procedure-related features (prc data). |
| timeframe_combine | Combine data split into different timeframes. |
| timeframe_split | Split data into timeframes. |
| variable_list_default | Feature groups - used to select/subset features. |
| zip_class | US zip code data. |
